Davide Frazzetto
Heya!
I am Davide, Machine Learning Operations Engineer at Massive Entertainment – A Ubisoft Studio, and Pythonista at heart.
I have spent the past 7 years working with data science, both researching and developing machine learning applications and data platforms. My main interest is in bridging the gap between development and production in machine learning world.
Eventually I decided to go back to one of my original passions and landed in the videogames industry, excited to get for Avatar: Frontiers of Pandora and Star Wars released soon!
When I am not making or playing videogames, I like to keep myself active biking, bouldering, practicing yoga, and finally learning how to swim.
I am also an active community builder in and out IT, with a strong interest in local NGOs communities in my city, Copenhagen. It is not hard to find me around the city making food with my non-profit restaurant One Bowl.
Sessions
Bringing Machine Learning (ML) applications to a live production phase comes with all the same challenges of traditional software development, and more. Examples are: large datasets, tracking data quality and models quality, experiments reproducibility, and monitoring a live application. This talk is a grounded introduction to monitoring the ML lifecycle with only open source software.